30papers.com – Ilya's 30 essential ML papers, in a beginner friendly format
11–20 of 121 posts
Re: 30papers.com – Ilya's 30 essential ML papers, in a beginner friendly format
#12I thought the actual 30 papers have never been disclosed. Do you have a source tying the recommendations back to Ilya, or did you come up with this list?
It's unknown whether it has anything to do with Ilya Sutskever.
Re: 30papers.com – Ilya's 30 essential ML papers, in a beginner friendly format
#13I thought the actual 30 papers have never been disclosed. Do you have a source tying the recommendations back to Ilya, or did you come up with this list?
Re: 30papers.com – Ilya's 30 essential ML papers, in a beginner friendly format
#14Re: 30papers.com – Ilya's 30 essential ML papers, in a beginner friendly format
#15Re: 30papers.com – Ilya's 30 essential ML papers, in a beginner friendly format
#16Author here. First year CS student at Trinity College Dublin. I Built this because when I was getting into reading research papers I ended up burning a ton of my Claude usage asking questions other people have probably already asked. The website is just a side project and definitely a WIP. Happy to answer questions or take PRs on GitHub.
Is it just rehosting the list, plus a reformatted copy of the papers? I was hoping you'd have at least annotated them with what you'd learned?
Re: 30papers.com – Ilya's 30 essential ML papers, in a beginner friendly format
#17Re: 30papers.com – Ilya's 30 essential ML papers, in a beginner friendly format
#18Re: 30papers.com – Ilya's 30 essential ML papers, in a beginner friendly format
#19Kolmogorov Complexity looks interesting. It seems to formalize Occam’s Razor and the notion that intelligence = compression.
The relationship between compression and intelligence, while not equal is definitely there. It looks like 3Blue1Brown is going to be doing some videos on this aspect.
Re: 30papers.com – Ilya's 30 essential ML papers, in a beginner friendly format
#20Author here. First year CS student at Trinity College Dublin. I Built this because when I was getting into reading research papers I ended up burning a ton of my Claude usage asking questions other people have probably already asked. The website is just a side project and definitely a WIP. Happy to answer questions or take PRs on GitHub.